This position is listed on behalf of a partner company, who manages all applications and next steps. Our partner is looking for a AWS Trainium/NKI (TRN) AI Task Auditor - Freelance AI Trainer Project based in Mexico.
This freelance opportunity is designed for experienced technical specialists with deep expertise in AWS Trainium and the Neuron Kernel Interface (NKI).
You will audit technical tasks used to train and evaluate AI systems, ensuring they are accurate, realistic, reproducible, and technically rigorous.
The role focuses on reviewing accelerator-focused workflows, model compilation, optimization approaches, and kernel execution behavior.
You will assess whether tasks can be reliably solved and validated through appropriate tests and evaluation criteria.
Your technical judgment will help identify hardware acceleration inefficiencies, kernel execution bugs, and logic errors that could affect AI evaluation quality.
The project provides an opportunity to apply specialized knowledge of AI accelerators and kernel development to challenging, real-world technical scenarios.




As a freelance contributor, you will work independently and directly influence the quality and reliability of AI training and evaluation workflows.
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Accountabilities
Evaluate AWS Trainium and Neuron Kernel Interface tasks to determine whether they are technically accurate, realistic, solvable, reproducible, and supported by reliable tests and evaluation criteria.
Review model compilation workflows and accelerator optimization approaches for technical correctness and practical effectiveness.
Assess NKI-based tasks and kernel execution scenarios for potential implementation issues, unexpected behavior, and technical inconsistencies.
Identify hardware acceleration inefficiencies, kernel execution bugs, logic errors, and other issues that may compromise task quality or evaluation accuracy.
Rigorously test and troubleshoot complex technical scenarios to validate expected behavior and task outcomes.

📌 AWS Trainium/NKI (México)
🏢 Jobgether
📍 México